Integral and Inverse Reinforcement Learning for Optimal Control Systems and Games

丛 书 名：Advances in Industrial Control

版本说明：1

作     者：Bosen Lian Wenqian Xue Frank L. Lewis Hamidreza Modares Bahare Kiumarsi 

I S B N：(纸本) 9783031452512;9783031452543 

出 版 社：Springer Cham 

出 版 年：1000年

页      数：XX, 267页

主 题 词：Control and Systems Theory Mathematical and Computational Engineering Computational Intelligence Automotive Engineering 

摘      要：Graduate students will find that this book offers a thorough introduction to integral and inverse RL for feedback control related to optimal regulation and tracking, disturbance rejection, and multiplayer and multiagent systems. For researchers, it provides a combination of theoretical analysis, rigorous algorithms, and a wide-ranging selection of examples. The book equips practitioners working in various domains – aircraft, robotics, power systems, and communication networks among them – with theoretical insights valuable in tackling the real-world challenges they face.